1. Towards Hierarchical Cluster Analysis Heatmaps as Visual Data Analysis of Entire Student Cohort Longitudinal Trajectories and Outcomes from Grade 9 through College Bowers, Alex J.; Zhao, Yihan; Ho, Eric 2022 Articles Educational leadershipAcademic achievementHigh school studentsCollege studentsHierarchical clustering (Cluster analysis)Information visualizationLongitudinal studies
2. Supporting the Initial Work of Evidence-Based Improvement Cycles Through a Data-Intensive Partnership Bowers, Alex J.; Krumm, Andrew 2021 Articles Educational leadershipSchool improvement programsSchool improvement programs--Data processingDecision makingCluster analysisInformation visualization
3. A Typology of Parental Involvement in Student Experience: A Latent Class Analysis Bowers, Alex J.; Zhou, Xiaoliang 2020 Articles Education, SecondaryEducation--Parent participationHigh school studentsAcademic achievement
4. Examining the Career Pathways of Educators with Superintendent Certification Davis, Bradley; Bowers, Alex J. 2019 Articles Educational leadershipSchool superintendentsSchool superintendents--CertificationCareer developmentIntersectionality (Sociology)
5. Identifying a Typology of High Schools Based on Their Orientation Toward STEM: A Latent Class Analysis of HSLS:09 Vaval, Luronne; Bowers, Alex J.; Snodgrass Rangel, Virginia 2019 Articles Education, SecondaryHigh schoolsScience--Study and teaching (Secondary)Multivariate analysis
6. Receiver Operating Characteristic (ROC) Area Under the Curve (AUC): A Diagnostic Measure for Evaluating the Accuracy of Predictors of Education Outcomes Bowers, Alex J.; Zhou, Xiaoliang 2019 Articles Educational statistics--Data processingDropout behavior, Prediction ofEducational attainmentSignal detectionReceiver operating characteristic curves
7. Different Levels of Leadership for Learning: Investigating Differences Between Teachers Individually and Collectively using Multilevel Factor Analysis of the 2011-12 Schools and Staffing Survey Boyce, Jared; Bowers, Alex J. 2018 Articles School management and organizationEducationEducational leadershipTeachers--AttitudesMultivariate analysis
8. Toward a Typology of Technology-Using Teachers: A Latent Class Analysis (LCA) of the NCES Fast Response Survey System Teachers’ Use of Educational Technology in U.S. Public Schools, 2009 (FRSS 95) Graves, Kenneth Edward; Bowers, Alex J. 2018 Articles Educational technologyEducational technology--Social aspectsEducation--Social aspectsTeachersDigital divideSocial justice
9. Towards an Evolving Conceptualization of Instructional Leadership as Leadership for Learning: A Meta-Narrative Review of 109 Quantitative Studies Across 25 Years Boyce, Jared; Bowers, Alex J. 2018 Articles Educational leadershipEducational leadership--ResearchEducationSchool principalsTeachers
10. Automated Text Data Mining Analysis of Five Decades of Educational Leadership Research Literature: Probabilistic Topic Modeling of EAQ Articles from 1965 to 2014 Wang, Yinying; Bowers, Alex J.; Fikis, David J. 2017 Articles Database managementMathematical modelsEducational leadershipEducation
11. How Leaders Agree with Teachers in Schools on Measures of Leadership Practice: A Two-Level Latent Class Analysis of the Comprehensive Assessment of Leadership for Learning Bowers, Alex J.; Blitz, Mark; Modeste, Marsha; Salisbury, Jason; Halverson, Richard 2017 Articles Educational leadershipEducationSchool principalsTeachers
12. Is There a Typology of Teacher and Leader Responders to CALL, and Do They Cluster in Different Types of Schools? A Two-Level Latent Class Analysis of CALL Survey Data Bowers, Alex J.; Blitz, Mark; Modeste, Marsha; Salisbury, Jason; Halverson, Richard 2017 Articles Educational leadershipLeadershipMultivariate analysisSchool principalsTeachersEducational surveys
13. Pathways to the Principalship: An Event History Analysis of the Careers of Teachers With Principal Certification Davis, Bradley W.; Gooden, Mark A.; Bowers, Alex J. 2017 Articles School principalsEvent history analysisTeachersEducational leadershipCareer developmentDiscrimination in employment
14. Quantitative Research Methods Training in Education Leadership and Administration Preparation Programs as Disciplined Inquiry for Building School Improvement Capacity Bowers, Alex J. 2017 Articles Quantitative researchEducation--Research--Data processingLeadership--Study and teaching (Continuing education)Educational leadership
15. A Century of Grading Research: Meaning and Value in the Most Common Educational Measure Brookhart, Susan M.; Guskey, Thomas R.; Bowers, Alex J.; McMillan, James H.; Smith, Jeffrey K.; Smith, Lisa F.; Stevens, Michael T.; Welsh, Megan E. 2016 Articles Educational tests and measurementsTeachers--AttitudesGrading and marking (Students)Psychometrics
16. Mapping the field of educational administration research: a journal citation network analysis Wang, Yinying; Bowers, Alex J. 2016 Articles Social networksBibliographical citations--AnalysisBibliometricsSchool management and organization--Study and teachingEducational leadershipSchool management and organization
17. Principal Turnover: Are There Different Types of Principals who Move From or Leave Their Schools? Boyce, Jared; Bowers, Alex J. 2016 Articles Labor turnoverEmployee retentionLatent variablesSchool principalsEducational leadershipSchool management and organization
18. Ask and Ye Shall Receive? Automated Text Mining of Michigan Capital Facility Finance Bond Election Proposals to Identify which Topics are Associated with Bond Passage and Voter Turnout Bowers, Alex J. 2015 Articles School facilities--FinanceSchool bondsReferendumData miningRegional planning
19. Site Selection in School District Research: A Measure of Effectiveness Using Hierarchical Longitudinal Growth Models of Performance Bowers, Alex J. 2015 Articles School management and organizationEducational evaluationEducational leadership
20. Do principal preparation and teacher qualifications influence different types of school growth trajectories in Illinois?: A growth mixture model analysis Bowers, Alex J.; White, Bradford R. 2014 Articles Educational leadershipSchool management and organization